What it measures
- Task-based LLM exposure for O*NET-SOC occupations, crosswalked to 6-digit SOC
What it does not measure
Most misreadings of labor data come from asking a dataset a question it was not built to answer. These are the limits worth holding onto.
- Observed use of AI
- Employment outcomes
Update cadence
Static research release; checked annually.
Occupation pages name the specific release behind each figure and when it was imported, so you can see how current a number is rather than assuming it is new. More on that on about the data.
How JobMarketHealth uses it
- Exposure context on the AI & Jobs page and occupation AI panels.
- Research data, MIT license. Never an input to the Job Market Health score.
Where it sits
This dataset is AI & Jobs research context. It is never an input to the Job Market Health score. Read the methodology.
Official source
OpenAI / OpenResearch / University of Pennsylvania (Eloundou et al., 2023) publishes GPTs are GPTs occupation exposure. JobMarketHealth organizes and derives from that public data and is not its publisher.
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